Run
238426

Run 238426

Task 258 (Supervised Classification) optdigits Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.JRip(4)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(4)_F3
weka.JRip(4)_N2.0
weka.JRip(4)_O2
weka.JRip(4)_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.

22 Evaluation measures

Area under ROC curve
0.9583
Per class
Cross-validation details (33% Holdout set)
F measure
0.879
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8645
Cross-validation details (33% Holdout set)
KB relative information score
1594.3652
Cross-validation details (33% Holdout set)
Mean absolute error
0.0303
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
0.883
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8781
Cross-validation details (33% Holdout set)
Prior entropy
3.3218
Cross-validation details (33% Holdout set)
Recall
0.8781
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1681
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.149
Cross-validation details (33% Holdout set)
Root relative squared error
0.4967
Cross-validation details (33% Holdout set)
SciMark benchmark
1331.482
UserCPU time millis
7280
Cross-validation details (33% Holdout set)
UserCPU time millis testing
30
Cross-validation details (33% Holdout set)
UserCPU time millis training
7250
Cross-validation details (33% Holdout set)