DEVELOPMENT... OpenML
Run
186957

Run 186957

Task 1932 (Supervised Classification) heart-statlog Uploaded 25-02-2015 by Felicia West
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Flow

weka.NBTree(3)Ron Kohavi: Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid. In: Second International Conference on Knoledge Discovery and Data Mining, 202-207, 1996.

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
0.8594
Per class
F measure
0.8068
Per class
Kappa
0.608
KB relative information score
1391.6472
Mean absolute error
0.2489
Mean prior absolute error
0.4939
Number of instances
2700
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8071
Per class
Predictive accuracy
0.8074
Prior entropy
0.9912
Recall
0.8074
Per class
Relative absolute error
0.504
Root mean prior squared error
0.4969
Root mean squared error
0.3907
Root relative squared error
0.7862
SciMark benchmark
1335.4072
UserCPU time millis
180
UserCPU time millis training
180