OpenML
8047

Run 8047

Task 53 (Supervised Classification) vehicle 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)_M20

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
0.8777
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6921
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
505.4374
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1891
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
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
0.6895
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.7057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3174
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7332
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
938.6576[550.75489133130171015.7907504114269483.449727694041876.44267976111591766.8499488170112]