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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 233203  36.369%  (98.333% of non-spam corpus)
# Correctly spam:     262504  40.939%  (64.967% of spam corpus)
# False positives:      3953  0.616%  (1.667% of nonspam, 201674 weighted)
# False negatives:    141554  22.076%  (35.033% of spam, 347092 weighted)
# Average score for spam:  6.7    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 2.5
# TOTAL:              641214  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29181  98.37%
# Correctly spam:      33159  65.79%
# False positives:       483  1.63%
# False negatives:     17243  34.21%
# TCR(l=50): 1.217645  SpamRecall: 65.789%  SpamPrec: 98.564%

##### 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: 228978  96.55%
# Correctly spam:     142093  35.17%
# False positives:      8178  3.45%
# False negatives:    261965  64.83%
# TCR(l=50): 0.602294  SpamRecall: 35.166%  SpamPrec: 94.558%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28654  96.60%
# Correctly spam:      17592  34.90%
# False positives:      1010  3.40%
# False negatives:     32810  65.10%
# TCR(l=50): 0.604993  SpamRecall: 34.903%  SpamPrec: 94.570%