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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 237467  18.991%  (99.017% of non-spam corpus)
# Correctly spam:     841541  67.300%  (83.271% of spam corpus)
# False positives:      2358  0.189%  (0.983% of nonspam, 651758 weighted)
# False negatives:    169068  13.521%  (16.729% of spam, 242311 weighted)
# Average score for spam:  11.3    nonspam: -0.4
# Average for false-pos:   6.6  false-neg: 1.4
# TOTAL:              1250434  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29702  98.98%
# Correctly spam:     105060  83.29%
# False positives:       305  1.02%
# False negatives:     21083  16.71%
# TCR(l=50): 3.471858  SpamRecall: 83.286%  SpamPrec: 99.711%

##### 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: 238390  99.40%
# Correctly spam:     580324  57.42%
# False positives:      1435  0.60%
# False negatives:    430285  42.58%
# TCR(l=50): 2.013025  SpamRecall: 57.423%  SpamPrec: 99.753%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29830  99.41%
# Correctly spam:      72459  57.44%
# False positives:       177  0.59%
# False negatives:     53684  42.56%
# TCR(l=50): 2.017191  SpamRecall: 57.442%  SpamPrec: 99.756%