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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134275  11.692%  (99.693% of non-spam corpus)
# Correctly spam:     785800  68.422%  (77.513% of spam corpus)
# False positives:       414  0.036%  (0.307% of nonspam, 189437 weighted)
# False negatives:    227965  19.850%  (22.487% of spam, 380808 weighted)
# Average score for spam:  19.0    nonspam: -0.9
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              1148454  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16822  99.67%
# Correctly spam:      97925  77.40%
# False positives:        56  0.33%
# False negatives:     28601  22.60%
# TCR(l=50): 4.029362  SpamRecall: 77.395%  SpamPrec: 99.943%

##### 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: 134207  99.64%
# Correctly spam:     767700  75.73%
# False positives:       482  0.36%
# False negatives:    246065  24.27%
# TCR(l=50): 3.752392  SpamRecall: 75.728%  SpamPrec: 99.937%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16815  99.63%
# Correctly spam:      95711  75.65%
# False positives:        63  0.37%
# False negatives:     30815  24.35%
# TCR(l=50): 3.725188  SpamRecall: 75.645%  SpamPrec: 99.934%