Run
14720

Run 14720

Task 9 (Supervised Classification) autos Uploaded 23-05-2014 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)_M10

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
0.8727
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6418
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5458
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.9734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1196
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
0.6382
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6537
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.6537
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5412
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7884
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.4808[562.11430287262971015.2555353338006483.667533998868903.94487217598321767.4218398162996]