DEVELOPMENT... OpenML
Run
8059

Run 8059

Task 52 (Supervised Classification) heart-statlog Uploaded 22-05-2014 by Felicia West
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I11
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.8695
Per class
F measure
0.7958
Per class
Kappa
0.5858
KB relative information score
128.2453
Mean absolute error
0.2684
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
0.7959
Per class
Predictive accuracy
0.7963
Prior entropy
0.9912
Recall
0.7963
Per class
Relative absolute error
0.5434
Root mean prior squared error
0.4969
Root mean squared error
0.3799
Root relative squared error
0.7645
SciMark benchmark
819.2883[562.6582450035781868.388877969816369.1102666092049537.40054542817011758.8835103978397]