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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145460  16.450%  (97.477% of non-spam corpus)
# Correctly spam:     666486  75.372%  (90.674% of spam corpus)
# False positives:      3765  0.426%  (2.523% of nonspam, 568996 weighted)
# False negatives:     68546  7.752%  (9.326% of spam, 188253 weighted)
# Average score for spam:  10.8    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              884257  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18209  97.29%
# Correctly spam:      83112  90.68%
# False positives:       508  2.71%
# False negatives:      8542  9.32%
# TCR(l=50): 2.700312  SpamRecall: 90.680%  SpamPrec: 99.392%

##### 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: 144957  97.14%
# Correctly spam:     183791  25.00%
# False positives:      4268  2.86%
# False negatives:    551241  75.00%
# TCR(l=50): 0.961277  SpamRecall: 25.004%  SpamPrec: 97.730%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18175  97.10%
# Correctly spam:      22978  25.07%
# False positives:       542  2.90%
# False negatives:     68676  74.93%
# TCR(l=50): 0.956962  SpamRecall: 25.070%  SpamPrec: 97.696%