Run
383297

Run 383297

Task 7396 (Supervised Classification) physionet_tachycardia Uploaded 03-04-2015 by Joaquin Vanschoren
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Flow

weka.SimpleCart(3)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(3)_M2.0
weka.SimpleCart(3)_N5
weka.SimpleCart(3)_C1.0
weka.SimpleCart(3)_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
0.6471
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9266
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2595
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
42.5695
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0929
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
0.9214
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9338
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3425
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9338
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8145
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
0.2436
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0456
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
933.5262
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)