DEVELOPMENT... OpenML
Run
185457

Run 185457

Task 52 (Supervised Classification) heart-statlog 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
0.8894
Per class
F measure
0.8104
Per class
Kappa
0.6153
KB relative information score
128.9436
Mean absolute error
0.273
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8109
Per class
Predictive accuracy
0.8111
Prior entropy
0.9912
Recall
0.8111
Per class
Relative absolute error
0.5528
Root mean prior squared error
0.4969
Root mean squared error
0.3625
Root relative squared error
0.7295
SciMark benchmark
1354.2491
UserCPU time millis
60
UserCPU time millis testing
10
UserCPU time millis training
50