DEVELOPMENT... OpenML
Run
185502

Run 185502

Task 280 (Supervised Classification) heart-h 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
0.8995
Per class
F measure
0.8059
Per class
Kappa
0.571
KB relative information score
45.09
Mean absolute error
0.0969
Mean prior absolute error
0.1867
Number of instances
97
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.818
Per class
Predictive accuracy
0.8144
Prior entropy
1.0314
Recall
0.8144
Per class
Relative absolute error
0.5191
Root mean prior squared error
0.3038
Root mean squared error
0.2198
Root relative squared error
0.7236
SciMark benchmark
1307.3269
UserCPU time millis
80
UserCPU time millis testing
10
UserCPU time millis training
70