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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147200  25.423%  (96.453% of non-spam corpus)
# Correctly spam:     233317  40.297%  (54.720% of spam corpus)
# False positives:      5413  0.935%  (3.547% of nonspam, 454089 weighted)
# False negatives:    193070  33.345%  (45.280% of spam, 548241 weighted)
# Average score for spam:  12.0    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.8
# TOTAL:              579000  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18534  96.60%
# Correctly spam:      28864  54.32%
# False positives:       652  3.40%
# False negatives:     24276  45.68%
# TCR(l=50): 0.934313  SpamRecall: 54.317%  SpamPrec: 97.791%

##### 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: 147333  96.54%
# Correctly spam:     185009  43.39%
# False positives:      5280  3.46%
# False negatives:    241378  56.61%
# TCR(l=50): 0.843699  SpamRecall: 43.390%  SpamPrec: 97.225%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18544  96.65%
# Correctly spam:      22911  43.11%
# False positives:       642  3.35%
# False negatives:     30229  56.89%
# TCR(l=50): 0.852573  SpamRecall: 43.114%  SpamPrec: 97.274%