DEVELOPMENT... OpenML
Run
11306

Run 11306

Task 50 (Supervised Classification) heart-h Uploaded 22-05-2014 by Felicia West
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Flow

weka.ClassificationViaRegression_M5P(1)E. Frank, Y. Wang, S. Inglis, G. Holmes, I.H. Witten (1998). Using model trees for classification. Machine Learning. 32(1):63-76.
weka.ClassificationViaRegression_M5P(1)_Wweka.classifiers.trees.M5P
weka.M5P(1)_M4.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9009
Per class
F measure
0.8376
Per class
Kappa
0.6438
KB relative information score
137.5346
Mean absolute error
0.0964
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8387
Per class
Predictive accuracy
0.8401
Prior entropy
1.0314
Recall
0.8401
Per class
Relative absolute error
0.5163
Root mean prior squared error
0.3037
Root mean squared error
0.2162
Root relative squared error
0.712
SciMark benchmark
948.6244[568.71227724360151015.5230404536866489.84574223453643909.59057174132591759.4501199261804]