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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 195055  20.600%  (98.977% of non-spam corpus)
# Correctly spam:     461610  48.752%  (61.566% of spam corpus)
# False positives:      2016  0.213%  (1.023% of nonspam, 453956 weighted)
# False negatives:    288174  30.435%  (38.434% of spam, 909487 weighted)
# Average score for spam:  6.5    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 3.2
# TOTAL:              946855  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24394  99.03%
# Correctly spam:      57529  61.52%
# False positives:       240  0.97%
# False negatives:     35982  38.48%
# TCR(l=50): 1.948877  SpamRecall: 61.521%  SpamPrec: 99.585%

##### 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: 196806  99.87%
# Correctly spam:      29919  3.99%
# False positives:       265  0.13%
# False negatives:    719865  96.01%
# TCR(l=50): 1.022737  SpamRecall: 3.990%  SpamPrec: 99.122%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24604  99.88%
# Correctly spam:       3706  3.96%
# False positives:        30  0.12%
# False negatives:     89805  96.04%
# TCR(l=50): 1.024161  SpamRecall: 3.963%  SpamPrec: 99.197%
