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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 570648  34.910%  (99.588% of non-spam corpus)
# Correctly spam:     906719  55.469%  (85.409% of spam corpus)
# False positives:      2362  0.144%  (0.412% of nonspam, 126174 weighted)
# False negatives:    154904  9.476%  (14.591% of spam, 377876 weighted)
# Average score for spam:  13.9    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.4
# TOTAL:              1634633  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  71193  99.54%
# Correctly spam:     113493  85.64%
# False positives:       327  0.46%
# False negatives:     19038  14.36%
# TCR(l=50): 3.745083  SpamRecall: 85.635%  SpamPrec: 99.713%

##### 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: 557440  97.28%
# Correctly spam:     506461  47.71%
# False positives:     15570  2.72%
# False negatives:    555162  52.29%
# TCR(l=50): 0.796021  SpamRecall: 47.706%  SpamPrec: 97.017%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69580  97.29%
# Correctly spam:      63461  47.88%
# False positives:      1940  2.71%
# False negatives:     69070  52.12%
# TCR(l=50): 0.798043  SpamRecall: 47.884%  SpamPrec: 97.034%