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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 223614  45.286%  (99.627% of non-spam corpus)
# Correctly spam:     198214  40.142%  (73.596% of spam corpus)
# False positives:       837  0.170%  (0.373% of nonspam,  59791 weighted)
# False negatives:     71112  14.402%  (26.404% of spam, 124585 weighted)
# Average score for spam:  8.8    nonspam: 0.1
# Average for false-pos:   6.0  false-neg: 1.8
# TOTAL:              493777  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27970  99.56%
# Correctly spam:      24788  73.61%
# False positives:       123  0.44%
# False negatives:      8886  26.39%
# TCR(l=50): 2.239558  SpamRecall: 73.612%  SpamPrec: 99.506%

##### 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: 223559  99.60%
# Correctly spam:      70307  26.10%
# False positives:       892  0.40%
# False negatives:    199019  73.90%
# TCR(l=50): 1.105521  SpamRecall: 26.105%  SpamPrec: 98.747%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27986  99.62%
# Correctly spam:       8675  25.76%
# False positives:       107  0.38%
# False negatives:     24999  74.24%
# TCR(l=50): 1.109559  SpamRecall: 25.762%  SpamPrec: 98.782%