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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142638  24.721%  (99.312% of non-spam corpus)
# Correctly spam:     320498  55.546%  (73.956% of spam corpus)
# False positives:       988  0.171%  (0.688% of nonspam, 210088 weighted)
# False negatives:    112868  19.561%  (26.044% of spam, 339063 weighted)
# Average score for spam:  7.8    nonspam: -0.6
# Average for false-pos:   7.0  false-neg: 3.0
# TOTAL:              576992  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17882  99.26%
# Correctly spam:      40004  74.07%
# False positives:       133  0.74%
# False negatives:     14001  25.93%
# TCR(l=50): 2.615128  SpamRecall: 74.075%  SpamPrec: 99.669%

##### 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: 143084  99.62%
# Correctly spam:     202644  46.76%
# False positives:       542  0.38%
# False negatives:    230722  53.24%
# TCR(l=50): 1.680873  SpamRecall: 46.760%  SpamPrec: 99.733%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17951  99.64%
# Correctly spam:      25347  46.93%
# False positives:        64  0.36%
# False negatives:     28658  53.07%
# TCR(l=50): 1.695179  SpamRecall: 46.935%  SpamPrec: 99.748%