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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164793  15.033%  (98.928% of non-spam corpus)
# Correctly spam:     370135  33.764%  (39.814% of spam corpus)
# False positives:      1786  0.163%  (1.072% of nonspam, 571243 weighted)
# False negatives:    559527  51.041%  (60.186% of spam, 1497289 weighted)
# Average score for spam:  5.3    nonspam: 0.5
# Average for false-pos:   5.7  false-neg: 2.7
# TOTAL:              1096241  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20776  99.01%
# Correctly spam:      46384  39.98%
# False positives:       207  0.99%
# False negatives:     69648  60.02%
# TCR(l=50): 1.450436  SpamRecall: 39.975%  SpamPrec: 99.556%

##### 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: 166281  99.82%
# Correctly spam:      55358  5.95%
# False positives:       298  0.18%
# False negatives:    874304  94.05%
# TCR(l=50): 1.045499  SpamRecall: 5.955%  SpamPrec: 99.465%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20945  99.82%
# Correctly spam:       6958  6.00%
# False positives:        38  0.18%
# False negatives:    109074  94.00%
# TCR(l=50): 1.045578  SpamRecall: 5.997%  SpamPrec: 99.457%