Run
272479

Run 272479

Task 266 (Supervised Classification) segment Uploaded 06-03-2015 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
0.9806
Per class
Cross-validation details (33% Holdout set)
F measure
0.9261
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9142
Cross-validation details (33% Holdout set)
KB relative information score
701.8543
Cross-validation details (33% Holdout set)
Mean absolute error
0.0232
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.2449
Cross-validation details (33% Holdout set)
Number of instances
762
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.927
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9265
Cross-validation details (33% Holdout set)
Prior entropy
2.8074
Cross-validation details (33% Holdout set)
Recall
0.9265
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0946
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3499
Cross-validation details (33% Holdout set)
Root mean squared error
0.1344
Cross-validation details (33% Holdout set)
Root relative squared error
0.3841
Cross-validation details (33% Holdout set)
SciMark benchmark
1330.2021
UserCPU time millis
30
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
20
Cross-validation details (33% Holdout set)