Run
383250

Run 383250

Task 7396 (Supervised Classification) physionet_tachycardia Uploaded 03-04-2015 by Joaquin Vanschoren
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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
0.8563
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9539
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.609
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
472.3303
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0496
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.114
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1390
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9594
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9504
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3425
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9504
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4353
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.233
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2228
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9563
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
937.2413
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)