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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150225  52.426%  (93.993% of non-spam corpus)
# Correctly spam:      59219  20.666%  (46.731% of spam corpus)
# False positives:      9600  3.350%  (6.007% of nonspam, 234220 weighted)
# False negatives:     67504  23.558%  (53.269% of spam, 160968 weighted)
# Average score for spam:  6.6    nonspam: 1.3
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              286548  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18869  93.71%
# Correctly spam:       7433  46.70%
# False positives:      1267  6.29%
# False negatives:      8484  53.30%
# TCR(l=50): 0.221580  SpamRecall: 46.698%  SpamPrec: 85.437%

##### 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: 151021  94.49%
# Correctly spam:      38415  30.31%
# False positives:      8804  5.51%
# False negatives:     88308  69.69%
# TCR(l=50): 0.239775  SpamRecall: 30.314%  SpamPrec: 81.355%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18997  94.34%
# Correctly spam:       4826  30.32%
# False positives:      1139  5.66%
# False negatives:     11091  69.68%
# TCR(l=50): 0.233932  SpamRecall: 30.320%  SpamPrec: 80.905%