DEVELOPMENT... OpenML
Run
106831

Run 106831

Task 3481 (Supervised Classification) isolet Uploaded 09-12-2014 by Felicia West
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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
Build CPU time
267.851
Build memory
572956829.6545
F measure
0.7782
Per class
Kappa
0.7676
KB relative information score
6057.2709
Mean absolute error
0.0195
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.783
Per class
Predictive accuracy
0.7766
Prior entropy
4.7004
Recall
0.7766
Per class
Relative absolute error
0.2641
Root mean prior squared error
0.1923
Root mean squared error
0.1228
Root relative squared error
0.6386
SciMark benchmark
936.7073