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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173129  29.871%  (94.478% of non-spam corpus)
# Correctly spam:     247479  42.699%  (62.442% of spam corpus)
# False positives:     10119  1.746%  (5.522% of nonspam, 667940 weighted)
# False negatives:    148858  25.684%  (37.558% of spam, 251499 weighted)
# Average score for spam:  13.6    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              579585  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21701  94.31%
# Correctly spam:      30781  62.26%
# False positives:      1310  5.69%
# False negatives:     18661  37.74%
# TCR(l=50): 0.587469  SpamRecall: 62.257%  SpamPrec: 95.918%

##### 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: 173643  94.76%
# Correctly spam:     170841  43.10%
# False positives:      9605  5.24%
# False negatives:    225496  56.90%
# TCR(l=50): 0.561586  SpamRecall: 43.105%  SpamPrec: 94.677%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21775  94.63%
# Correctly spam:      21378  43.24%
# False positives:      1236  5.37%
# False negatives:     28064  56.76%
# TCR(l=50): 0.550187  SpamRecall: 43.239%  SpamPrec: 94.534%