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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 384030  45.935%  (97.581% of non-spam corpus)
# Correctly spam:     195893  23.431%  (44.272% of spam corpus)
# False positives:      9519  1.139%  (2.419% of nonspam, 318029 weighted)
# False negatives:    246586  29.495%  (55.728% of spam, 532203 weighted)
# Average score for spam:  6.1    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              836028  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47863  97.50%
# Correctly spam:      24336  44.12%
# False positives:      1229  2.50%
# False negatives:     30818  55.88%
# TCR(l=50): 0.597759  SpamRecall: 44.124%  SpamPrec: 95.193%

##### 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: 384555  97.71%
# Correctly spam:     142228  32.14%
# False positives:      8994  2.29%
# False negatives:    300251  67.86%
# TCR(l=50): 0.590011  SpamRecall: 32.143%  SpamPrec: 94.052%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47917  97.61%
# Correctly spam:      17936  32.52%
# False positives:      1175  2.39%
# False negatives:     37218  67.48%
# TCR(l=50): 0.574712  SpamRecall: 32.520%  SpamPrec: 93.852%