Run
383820

Run 383820

Task 7395 (Supervised Classification) physionet_bradycardia 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
0.8476
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8289
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6576
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
528.802
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2173
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
900
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
0.8289
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8289
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8289
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4348
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3812
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7627
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
936.5648
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)