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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 554378  49.374%  (99.912% of non-spam corpus)
# Correctly spam:     517753  46.112%  (91.164% of spam corpus)
# False positives:       490  0.044%  (0.088% of nonspam,  31225 weighted)
# False negatives:     50185  4.470%  (8.836% of spam, 106408 weighted)
# Average score for spam:  15.2    nonspam: -2.3
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              1122806  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69236  99.90%
# Correctly spam:      64645  91.19%
# False positives:        67  0.10%
# False negatives:      6244  8.81%
# TCR(l=50): 7.388889  SpamRecall: 91.192%  SpamPrec: 99.896%

##### 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: 552990  99.66%
# Correctly spam:     280705  49.43%
# False positives:      1878  0.34%
# False negatives:    287233  50.57%
# TCR(l=50): 1.490131  SpamRecall: 49.425%  SpamPrec: 99.335%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69070  99.66%
# Correctly spam:      34882  49.21%
# False positives:       233  0.34%
# False negatives:     36007  50.79%
# TCR(l=50): 1.487483  SpamRecall: 49.207%  SpamPrec: 99.336%