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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179090  17.783%  (95.598% of non-spam corpus)
# Correctly spam:     444569  44.144%  (54.232% of spam corpus)
# False positives:      8247  0.819%  (4.402% of nonspam, 1138458 weighted)
# False negatives:    375184  37.254%  (45.768% of spam, 864228 weighted)
# Average score for spam:  7.5    nonspam: 0.7
# Average for false-pos:   6.3  false-neg: 2.3
# TOTAL:              1007090  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22451  95.49%
# Correctly spam:      55641  54.43%
# False positives:      1061  4.51%
# False negatives:     46585  45.57%
# TCR(l=50): 1.026005  SpamRecall: 54.429%  SpamPrec: 98.129%

##### 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: 181119  96.68%
# Correctly spam:     210064  25.63%
# False positives:      6218  3.32%
# False negatives:    609689  74.37%
# TCR(l=50): 0.890466  SpamRecall: 25.625%  SpamPrec: 97.125%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22711  96.59%
# Correctly spam:      26215  25.64%
# False positives:       801  3.41%
# False negatives:     76011  74.36%
# TCR(l=50): 0.880795  SpamRecall: 25.644%  SpamPrec: 97.035%