##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177953  16.477%  (93.208% of non-spam corpus)
# Correctly spam:     739458  68.467%  (83.169% of spam corpus)
# False positives:     12967  1.201%  (6.792% of nonspam, 1610940 weighted)
# False negatives:    149640  13.855%  (16.831% of spam, 311691 weighted)
# Average score for spam:  8.0    nonspam: 0.6
# Average for false-pos:   5.3  false-neg: 2.1
# TOTAL:              1080018  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22349  93.29%
# Correctly spam:      92863  83.65%
# False positives:      1607  6.71%
# False negatives:     18147  16.35%
# TCR(l=50): 1.127039  SpamRecall: 83.653%  SpamPrec: 98.299%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 189065  99.03%
# Correctly spam:     149364  16.80%
# False positives:      1855  0.97%
# False negatives:    739734  83.20%
# TCR(l=50): 1.068006  SpamRecall: 16.799%  SpamPrec: 98.773%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23776  99.25%
# Correctly spam:      18483  16.65%
# False positives:       180  0.75%
# False negatives:     92527  83.35%
# TCR(l=50): 1.093404  SpamRecall: 16.650%  SpamPrec: 99.036%
