Run
252152

Run 252152

Task 2111 (Supervised Classification) primary-tumor Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_PrincipalComponents_J48(1)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_PrincipalComponents_J48(1)_Fweka.filters.unsupervised.attribute.PrincipalComponents
weka.FilteredClassifier_PrincipalComponents_J48(1)_Wweka.classifiers.trees.J48
weka.PrincipalComponents(12)_R0.95
weka.PrincipalComponents(12)_A5
weka.PrincipalComponents(12)_M-1

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
0.6742
Per class
Cross-validation details (33% Holdout set)
F measure
0.3355
Per class
Cross-validation details (33% Holdout set)
Kappa
0.2776
Cross-validation details (33% Holdout set)
KB relative information score
31.6501
Cross-validation details (33% Holdout set)
Mean absolute error
0.0613
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0811
Cross-validation details (33% Holdout set)
Number of instances
111
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3592
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.3514
Cross-validation details (33% Holdout set)
Prior entropy
3.7542
Cross-validation details (33% Holdout set)
Recall
0.3514
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.7555
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2009
Cross-validation details (33% Holdout set)
Root mean squared error
0.2175
Cross-validation details (33% Holdout set)
Root relative squared error
1.0827
Cross-validation details (33% Holdout set)
SciMark benchmark
912.5006
UserCPU time millis
40
Cross-validation details (33% Holdout set)
UserCPU time millis training
40
Cross-validation details (33% Holdout set)