Run
7837

Run 7837

Task 21 (Supervised Classification) car Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.1
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
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8022
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6014
Cross-validation details (10-fold Crossvalidation)
KB relative information score
876.0291
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1221
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
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
0.8089
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8154
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8154
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2504
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7407
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.0934[561.39059440769631015.2555353338006484.9782432137119912.12245438067161761.7203488120049]