Run
454947

Run 454947

Task 1773 (Supervised Classification) autos Uploaded 19-06-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Discretize_J48(4)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_Discretize_J48(4)_Fweka.filters.supervised.attribute.Discretize
weka.FilteredClassifier_Discretize_J48(4)_Wweka.classifiers.trees.J48
weka.Discretize(3)_Rfirst-last
weka.Discretize(3)_precision6

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8296
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.6375
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.5321
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
534.6719
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1236
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1025
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.6409
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.6468
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.6468
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.5596
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2842
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.8566
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
819.5729
UserCPU time millis
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (5 times 2-fold Crossvalidation)