DEVELOPMENT... OpenML
Run
185458

Run 185458

Task 48 (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
0.9014
Per class
F measure
0.8275
Per class
Kappa
0.6515
KB relative information score
142.6719
Mean absolute error
0.1061
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8293
Per class
Predictive accuracy
0.8284
Prior entropy
1.0792
Recall
0.8284
Per class
Relative absolute error
0.5293
Root mean prior squared error
0.315
Root mean squared error
0.2237
Root relative squared error
0.7103
SciMark benchmark
1333.5799
UserCPU time millis
60
UserCPU time millis testing
10
UserCPU time millis training
50