DEVELOPMENT... OpenML
Run
6315

Run 6315

Task 52 (Supervised Classification) heart-statlog Uploaded 15-05-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8608
Per class
F measure
0.7911
Per class
Kappa
0.5758
KB relative information score
127.1319
Mean absolute error
0.2702
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7929
Per class
Predictive accuracy
0.7926
Prior entropy
0.9912
Recall
0.7926
Per class
Relative absolute error
0.547
Root mean prior squared error
0.4969
Root mean squared error
0.39
Root relative squared error
0.7848
SciMark benchmark
948.2923[568.89779800413941015.2555353338006482.5806157404377909.59057174132591765.136766288487]