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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 138857  26.302%  (96.521% of non-spam corpus)
# Correctly spam:     213555  40.452%  (55.604% of spam corpus)
# False positives:      5005  0.948%  (3.479% of nonspam, 399155 weighted)
# False negatives:    170511  32.298%  (44.396% of spam, 494622 weighted)
# Average score for spam:  12.3    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.9
# TOTAL:              527928  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17418  96.53%
# Correctly spam:      26689  55.76%
# False positives:       627  3.47%
# False negatives:     21179  44.24%
# TCR(l=50): 0.911268  SpamRecall: 55.755%  SpamPrec: 97.705%

##### 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: 138359  96.17%
# Correctly spam:     168884  43.97%
# False positives:      5503  3.83%
# False negatives:    215182  56.03%
# TCR(l=50): 0.783277  SpamRecall: 43.973%  SpamPrec: 96.844%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17375  96.29%
# Correctly spam:      20974  43.82%
# False positives:       670  3.71%
# False negatives:     26894  56.18%
# TCR(l=50): 0.792595  SpamRecall: 43.816%  SpamPrec: 96.904%