Run
14087

Run 14087

Task 9 (Supervised Classification) autos Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(1)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.DecisionTable_BestFirst(1)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(1)_X1

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
0.8354
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4922
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.8264
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1902
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
0.6882
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6049
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.6049
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2914
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8785
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
926.1861[565.9444403687829910.2290572741124482.7975877024999913.07564286738091758.8836454543732]