Run
252000

Run 252000

Task 258 (Supervised Classification) optdigits 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
0.9257
Per class
Cross-validation details (33% Holdout set)
F measure
0.8583
Per class
Cross-validation details (33% Holdout set)
Kappa
0.843
Cross-validation details (33% Holdout set)
KB relative information score
1576.3454
Cross-validation details (33% Holdout set)
Mean absolute error
0.0304
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
1854
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8591
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8587
Cross-validation details (33% Holdout set)
Prior entropy
3.3218
Cross-validation details (33% Holdout set)
Recall
0.8587
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1687
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.1622
Cross-validation details (33% Holdout set)
Root relative squared error
0.5408
Cross-validation details (33% Holdout set)
SciMark benchmark
1320.4802
UserCPU time millis
1050
Cross-validation details (33% Holdout set)
UserCPU time millis testing
40
Cross-validation details (33% Holdout set)
UserCPU time millis training
1010
Cross-validation details (33% Holdout set)