Run
173532

Run 173532

Task 2980 (Supervised Classification) meta_stream_intervals.arff Uploaded 21-02-2015 by Jan van Rijn
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weka.OneR(17)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(17)_B6

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
0.9241
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8962
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8521
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
384908.3375
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0158
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1072
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
451640
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8958
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8972
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.3329
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8972
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1476
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2315
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1258
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5433
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1466.6185
UserCPU time millis
1550
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
130
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
1420
Cross-validation details (10 times 10-fold Crossvalidation)