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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185789  40.532%  (94.755% of non-spam corpus)
# Correctly spam:     136894  29.865%  (52.189% of spam corpus)
# False positives:     10285  2.244%  (5.245% of nonspam, 422438 weighted)
# False negatives:    125409  27.359%  (47.811% of spam, 238918 weighted)
# Average score for spam:  14.6    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 1.9
# TOTAL:              458377  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23227  94.73%
# Correctly spam:      17020  51.90%
# False positives:      1292  5.27%
# False negatives:     15771  48.10%
# TCR(l=50): 0.407995  SpamRecall: 51.904%  SpamPrec: 92.945%

##### 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: 186224  94.98%
# Correctly spam:     114807  43.77%
# False positives:      9850  5.02%
# False negatives:    147496  56.23%
# TCR(l=50): 0.409851  SpamRecall: 43.769%  SpamPrec: 92.098%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23246  94.81%
# Correctly spam:      14279  43.55%
# False positives:      1273  5.19%
# False negatives:     18512  56.45%
# TCR(l=50): 0.399102  SpamRecall: 43.545%  SpamPrec: 91.815%