Run
106831

Run 106831

Task 3481 (Supervised Classification) isolet Uploaded 09-12-2014 by Joaquin Vanschoren
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Flow

weka.JRip(2)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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.

21 Evaluation measures

Area under ROC curve
0.9254
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
267.851
Cross-validation details (10-fold Crossvalidation)
Build memory
572956829.6545
Cross-validation details (10-fold Crossvalidation)
F measure
0.7782
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6057.2709
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0195
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.783
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.7766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2641
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6386
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
936.7073