DEVELOPMENT... OpenML
Run
185592

Run 185592

Task 1928 (Supervised Classification) heart-c Uploaded 25-02-2015 by Felicia West
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Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_num-slots1

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
0.8938
Per class
F measure
0.8146
Per class
Kappa
0.6257
KB relative information score
1390.6769
Mean absolute error
0.1082
Mean prior absolute error
0.2004
Number of instances
3030
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8151
Per class
Predictive accuracy
0.8152
Prior entropy
1.0792
Recall
0.8152
Per class
Relative absolute error
0.54
Root mean prior squared error
0.315
Root mean squared error
0.2279
Root relative squared error
0.7236
SciMark benchmark
1307.4861
UserCPU time millis
60
UserCPU time millis training
60