Run
383294

Run 383294

Task 7395 (Supervised Classification) physionet_bradycardia Uploaded 03-04-2015 by Joaquin Vanschoren
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Flow

weka.REPTree(9)Weka implementation of REPTree
weka.REPTree(9)_M2
weka.REPTree(9)_V0.001
weka.REPTree(9)_N3
weka.REPTree(9)_S1
weka.REPTree(9)_L-1
weka.REPTree(9)_I0.0

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
0.8491
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8311
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6624
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
510.8762
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2295
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
0.8321
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8311
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8311
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4593
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
0.3789
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7581
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
943.817
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)