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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 318595  35.039%  (99.580% of non-spam corpus)
# Correctly spam:     481201  52.922%  (81.652% of spam corpus)
# False positives:      1345  0.148%  (0.420% of nonspam, 148894 weighted)
# False negatives:    108128  11.892%  (18.348% of spam, 341907 weighted)
# Average score for spam:  9.3    nonspam: 0.3
# Average for false-pos:   6.0  false-neg: 3.2
# TOTAL:              909269  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39699  99.61%
# Correctly spam:      59927  81.43%
# False positives:       156  0.39%
# False negatives:     13667  18.57%
# TCR(l=50): 3.428239  SpamRecall: 81.429%  SpamPrec: 99.740%

##### 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: 318716  99.62%
# Correctly spam:     304182  51.61%
# False positives:      1224  0.38%
# False negatives:    285147  48.39%
# TCR(l=50): 1.701557  SpamRecall: 51.615%  SpamPrec: 99.599%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39713  99.64%
# Correctly spam:      37897  51.49%
# False positives:       142  0.36%
# False negatives:     35697  48.51%
# TCR(l=50): 1.719607  SpamRecall: 51.495%  SpamPrec: 99.627%