Run
385652

Run 385652

Task 4186 (Supervised Classification) isolet Uploaded 04-04-2015 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
0.8596
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6922
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6791
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
54347.3002
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0244
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
77970
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6932
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6914
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6914
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3297
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1478
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7684
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
936.3952
UserCPU time millis
133600
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
12760
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
120840
Cross-validation details (10 times 10-fold Crossvalidation)