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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 120406  42.338%  (97.319% of non-spam corpus)
# Correctly spam:      83331  29.302%  (51.865% of spam corpus)
# False positives:      3317  1.166%  (2.681% of nonspam, 127040 weighted)
# False negatives:     77337  27.194%  (48.135% of spam, 215110 weighted)
# Average score for spam:  6.4    nonspam: 0.9
# Average for false-pos:   5.9  false-neg: 2.8
# TOTAL:              284391  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15109  97.33%
# Correctly spam:      10552  52.12%
# False positives:       414  2.67%
# False negatives:      9692  47.88%
# TCR(l=50): 0.666096  SpamRecall: 52.124%  SpamPrec: 96.225%

##### 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: 120017  97.00%
# Correctly spam:      32934  20.50%
# False positives:      3706  3.00%
# False negatives:    127734  79.50%
# TCR(l=50): 0.513261  SpamRecall: 20.498%  SpamPrec: 89.885%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15068  97.07%
# Correctly spam:       4157  20.53%
# False positives:       455  2.93%
# False negatives:     16087  79.47%
# TCR(l=50): 0.521256  SpamRecall: 20.534%  SpamPrec: 90.134%