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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 291023  25.891%  (99.801% of non-spam corpus)
# Correctly spam:     781653  69.540%  (93.901% of spam corpus)
# False positives:       581  0.052%  (0.199% of nonspam, 111907 weighted)
# False negatives:     50769  4.517%  (6.099% of spam, 109519 weighted)
# Average score for spam:  20.4    nonspam: -2.2
# Average for false-pos:   6.7  false-neg: 2.2
# TOTAL:              1124026  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36314  99.72%
# Correctly spam:      97268  93.74%
# False positives:       103  0.28%
# False negatives:      6491  6.26%
# TCR(l=50): 8.913238  SpamRecall: 93.744%  SpamPrec: 99.894%

##### 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: 290105  99.49%
# Correctly spam:     672419  80.78%
# False positives:      1499  0.51%
# False negatives:    160003  19.22%
# TCR(l=50): 3.542930  SpamRecall: 80.779%  SpamPrec: 99.778%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36214  99.44%
# Correctly spam:      83328  80.31%
# False positives:       203  0.56%
# False negatives:     20431  19.69%
# TCR(l=50): 3.392924  SpamRecall: 80.309%  SpamPrec: 99.757%