Run
10133

Run 10133

Task 9 (Supervised Classification) autos 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)_C0.25
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
0.8067
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5528
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4327
Cross-validation details (10-fold Crossvalidation)
KB relative information score
91.5998
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1524
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
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
0.5513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.5659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.69
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2874
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8664
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
921.7364[572.2574095583288881.0951925646572483.449727694041909.59057174132591762.2889234168845]