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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185946  59.344%  (99.246% of non-spam corpus)
# Correctly spam:      85996  27.445%  (68.262% of spam corpus)
# False positives:      1412  0.451%  (0.754% of nonspam,  60808 weighted)
# False negatives:     39984  12.761%  (31.738% of spam, 105492 weighted)
# Average score for spam:  11.3    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              313338  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23318  99.16%
# Correctly spam:      10768  68.08%
# False positives:       197  0.84%
# False negatives:      5049  31.92%
# TCR(l=50): 1.061615  SpamRecall: 68.079%  SpamPrec: 98.203%

##### 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: 186451  99.52%
# Correctly spam:      72997  57.94%
# False positives:       907  0.48%
# False negatives:     52983  42.06%
# TCR(l=50): 1.281157  SpamRecall: 57.943%  SpamPrec: 98.773%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23397  99.50%
# Correctly spam:       9162  57.93%
# False positives:       118  0.50%
# False negatives:      6655  42.07%
# TCR(l=50): 1.259817  SpamRecall: 57.925%  SpamPrec: 98.728%