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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 852417  44.015%  (99.670% of non-spam corpus)
# Correctly spam:     906528  46.809%  (83.829% of spam corpus)
# False positives:      2825  0.146%  (0.330% of nonspam, 109217 weighted)
# False negatives:    174875  9.030%  (16.171% of spam, 430371 weighted)
# Average score for spam:  9.1    nonspam: 0.5
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              1936645  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 106272  99.61%
# Correctly spam:     113578  84.20%
# False positives:       413  0.39%
# False negatives:     21318  15.80%
# TCR(l=50): 3.214258  SpamRecall: 84.197%  SpamPrec: 99.638%

##### 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: 846372  98.96%
# Correctly spam:     359871  33.28%
# False positives:      8870  1.04%
# False negatives:    721532  66.72%
# TCR(l=50): 0.928217  SpamRecall: 33.278%  SpamPrec: 97.595%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 105635  99.02%
# Correctly spam:      45063  33.41%
# False positives:      1050  0.98%
# False negatives:     89833  66.59%
# TCR(l=50): 0.947749  SpamRecall: 33.406%  SpamPrec: 97.723%