Run
11574

Run 11574

Task 43 (Supervised Classification) spambase Uploaded 22-05-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.25
weka.J48(1)_M15

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9143
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8202
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3493.3217
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9144
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9146
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9146
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2638
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5399
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.5159[556.19915593399631015.2555353338006484.5405689113658907.70090236320871758.8835103978397]