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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179700  34.254%  (99.229% of non-spam corpus)
# Correctly spam:     253432  48.309%  (73.778% of spam corpus)
# False positives:      1397  0.266%  (0.771% of nonspam, 170616 weighted)
# False negatives:     90075  17.170%  (26.222% of spam, 235590 weighted)
# Average score for spam:  13.8    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              524604  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22582  99.30%
# Correctly spam:      31453  73.44%
# False positives:       160  0.70%
# False negatives:     11377  26.56%
# TCR(l=50): 2.210352  SpamRecall: 73.437%  SpamPrec: 99.494%

##### 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: 180123  99.46%
# Correctly spam:     184847  53.81%
# False positives:       974  0.54%
# False negatives:    158660  46.19%
# TCR(l=50): 1.656573  SpamRecall: 53.812%  SpamPrec: 99.476%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22642  99.56%
# Correctly spam:      22932  53.54%
# False positives:       100  0.44%
# False negatives:     19898  46.46%
# TCR(l=50): 1.720218  SpamRecall: 53.542%  SpamPrec: 99.566%