Run
225969

Run 225969

Task 1932 (Supervised Classification) heart-statlog Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.IB1(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.

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
0.7546
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7566
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5078
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1360.2485
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2437
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2700
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
0.7571
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7563
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7563
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4935
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4937
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9935
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
912.7324
UserCPU time millis
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)