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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 594098  48.444%  (99.881% of non-spam corpus)
# Correctly spam:     589839  48.097%  (93.397% of spam corpus)
# False positives:       708  0.058%  (0.119% of nonspam,  47834 weighted)
# False negatives:     41703  3.401%  (6.603% of spam,  76011 weighted)
# Average score for spam:  16.8    nonspam: -2.3
# Average for false-pos:   6.4  false-neg: 1.8
# TOTAL:              1226348  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  74200  99.87%
# Correctly spam:      73426  93.15%
# False positives:        99  0.13%
# False negatives:      5396  6.85%
# TCR(l=50): 7.618597  SpamRecall: 93.154%  SpamPrec: 99.865%

##### 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: 592137  99.55%
# Correctly spam:     424867  67.27%
# False positives:      2669  0.45%
# False negatives:    206675  32.73%
# TCR(l=50): 1.856794  SpamRecall: 67.275%  SpamPrec: 99.376%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  73962  99.55%
# Correctly spam:      52774  66.95%
# False positives:       337  0.45%
# False negatives:     26048  33.05%
# TCR(l=50): 1.837428  SpamRecall: 66.953%  SpamPrec: 99.365%