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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163169  15.503%  (94.903% of non-spam corpus)
# Correctly spam:     777964  73.917%  (88.349% of spam corpus)
# False positives:      8764  0.833%  (5.097% of nonspam, 1389406 weighted)
# False negatives:    102592  9.748%  (11.651% of spam, 309863 weighted)
# Average score for spam:  8.3    nonspam: 1.1
# Average for false-pos:   6.2  false-neg: 3.0
# TOTAL:              1052489  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20549  94.95%
# Correctly spam:      97151  88.39%
# False positives:      1092  5.05%
# False negatives:     12766  11.61%
# TCR(l=50): 1.631639  SpamRecall: 88.386%  SpamPrec: 98.888%

##### 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: 163772  95.25%
# Correctly spam:      90136  10.24%
# False positives:      8161  4.75%
# False negatives:    790420  89.76%
# TCR(l=50): 0.734733  SpamRecall: 10.236%  SpamPrec: 91.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20635  95.35%
# Correctly spam:      11218  10.21%
# False positives:      1006  4.65%
# False negatives:     98699  89.79%
# TCR(l=50): 0.737703  SpamRecall: 10.206%  SpamPrec: 91.770%