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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 485925  42.423%  (99.884% of non-spam corpus)
# Correctly spam:     591372  51.628%  (89.745% of spam corpus)
# False positives:       563  0.049%  (0.116% of nonspam,  49285 weighted)
# False negatives:     67578  5.900%  (10.255% of spam, 120773 weighted)
# Average score for spam:  16.3    nonspam: -2.2
# Average for false-pos:   6.5  false-neg: 1.8
# TOTAL:              1145438  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  60623  99.86%
# Correctly spam:      73604  89.55%
# False positives:        82  0.14%
# False negatives:      8591  10.45%
# TCR(l=50): 6.476637  SpamRecall: 89.548%  SpamPrec: 99.889%

##### 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: 484675  99.63%
# Correctly spam:     501986  76.18%
# False positives:      1813  0.37%
# False negatives:    156964  23.82%
# TCR(l=50): 2.661198  SpamRecall: 76.180%  SpamPrec: 99.640%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  60491  99.65%
# Correctly spam:      62606  76.17%
# False positives:       214  0.35%
# False negatives:     19589  23.83%
# TCR(l=50): 2.713691  SpamRecall: 76.168%  SpamPrec: 99.659%