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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 127117  50.510%  (98.018% of non-spam corpus)
# Correctly spam:      76423  30.366%  (62.651% of spam corpus)
# False positives:      2570  1.021%  (1.982% of nonspam,  71999 weighted)
# False negatives:     45559  18.103%  (37.349% of spam, 126796 weighted)
# Average score for spam:  9.9    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 2.8
# TOTAL:              251669  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15910  97.67%
# Correctly spam:       9537  62.23%
# False positives:       379  2.33%
# False negatives:      5788  37.77%
# TCR(l=50): 0.619492  SpamRecall: 62.232%  SpamPrec: 96.178%

##### 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: 126518  97.56%
# Correctly spam:      52821  43.30%
# False positives:      3169  2.44%
# False negatives:     69161  56.70%
# TCR(l=50): 0.535923  SpamRecall: 43.302%  SpamPrec: 94.340%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15889  97.54%
# Correctly spam:       6600  43.07%
# False positives:       400  2.46%
# False negatives:      8725  56.93%
# TCR(l=50): 0.533507  SpamRecall: 43.067%  SpamPrec: 94.286%