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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 289558  45.460%  (99.557% of non-spam corpus)
# Correctly spam:     279300  43.850%  (80.699% of spam corpus)
# False positives:      1287  0.202%  (0.443% of nonspam, 110378 weighted)
# False negatives:     66802  10.488%  (19.301% of spam, 146914 weighted)
# Average score for spam:  16.1    nonspam: -0.6
# Average for false-pos:   7.2  false-neg: 2.2
# TOTAL:              636947  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36182  99.57%
# Correctly spam:      34787  80.64%
# False positives:       157  0.43%
# False negatives:      8353  19.36%
# TCR(l=50): 2.662470  SpamRecall: 80.637%  SpamPrec: 99.551%

##### 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: 287994  99.02%
# Correctly spam:     211297  61.05%
# False positives:      2851  0.98%
# False negatives:    134805  38.95%
# TCR(l=50): 1.247866  SpamRecall: 61.050%  SpamPrec: 98.669%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36003  99.08%
# Correctly spam:      26260  60.87%
# False positives:       336  0.92%
# False negatives:     16880  39.13%
# TCR(l=50): 1.280879  SpamRecall: 60.872%  SpamPrec: 98.737%