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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149068  24.517%  (95.956% of non-spam corpus)
# Correctly spam:     293959  48.347%  (64.939% of spam corpus)
# False positives:      6283  1.033%  (4.044% of nonspam, 571025 weighted)
# False negatives:    158709  26.103%  (35.061% of spam, 344919 weighted)
# Average score for spam:  15.6    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              608019  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18764  95.98%
# Correctly spam:      36816  65.23%
# False positives:       786  4.02%
# False negatives:     19625  34.77%
# TCR(l=50): 0.957845  SpamRecall: 65.229%  SpamPrec: 97.910%

##### 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: 149909  96.50%
# Correctly spam:     191423  42.29%
# False positives:      5442  3.50%
# False negatives:    261245  57.71%
# TCR(l=50): 0.848734  SpamRecall: 42.288%  SpamPrec: 97.236%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18868  96.51%
# Correctly spam:      23967  42.46%
# False positives:       682  3.49%
# False negatives:     32474  57.54%
# TCR(l=50): 0.847793  SpamRecall: 42.464%  SpamPrec: 97.233%