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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134649  13.004%  (98.321% of non-spam corpus)
# Correctly spam:     837634  80.898%  (93.229% of spam corpus)
# False positives:      2300  0.222%  (1.679% of nonspam, 497780 weighted)
# False negatives:     60840  5.876%  (6.771% of spam, 185942 weighted)
# Average score for spam:  13.6    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 3.1
# TOTAL:              1035423  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16900  98.52%
# Correctly spam:     105242  93.83%
# False positives:       254  1.48%
# False negatives:      6919  6.17%
# TCR(l=50): 5.716958  SpamRecall: 93.831%  SpamPrec: 99.759%

##### 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: 135049  98.61%
# Correctly spam:     343114  38.19%
# False positives:      1900  1.39%
# False negatives:    555360  61.81%
# TCR(l=50): 1.381503  SpamRecall: 38.189%  SpamPrec: 99.449%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16943  98.77%
# Correctly spam:      43128  38.45%
# False positives:       211  1.23%
# False negatives:     69033  61.55%
# TCR(l=50): 1.409359  SpamRecall: 38.452%  SpamPrec: 99.513%