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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184794  17.207%  (98.983% of non-spam corpus)
# Correctly spam:     534447  49.766%  (60.238% of spam corpus)
# False positives:      1899  0.177%  (1.017% of nonspam, 532498 weighted)
# False negatives:    352786  32.850%  (39.762% of spam, 1083857 weighted)
# Average score for spam:  6.6    nonspam: 0.5
# Average for false-pos:   5.9  false-neg: 3.1
# TOTAL:              1073926  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23166  98.84%
# Correctly spam:      66998  60.50%
# False positives:       271  1.16%
# False negatives:     43737  39.50%
# TCR(l=50): 1.932987  SpamRecall: 60.503%  SpamPrec: 99.597%

##### 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: 186410  99.85%
# Correctly spam:      42784  4.82%
# False positives:       283  0.15%
# False negatives:    844449  95.18%
# TCR(l=50): 1.033350  SpamRecall: 4.822%  SpamPrec: 99.343%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23404  99.86%
# Correctly spam:       5350  4.83%
# False positives:        33  0.14%
# False negatives:    105385  95.17%
# TCR(l=50): 1.034568  SpamRecall: 4.831%  SpamPrec: 99.387%
