DEVELOPMENT... OpenML
Run
185586

Run 185586

Task 1922 (Supervised Classification) haberman 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
0.6435
Per class
F measure
0.6721
Per class
Kappa
0.1426
KB relative information score
66.1397
Mean absolute error
0.3456
Mean prior absolute error
0.39
Number of instances
3060
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6666
Per class
Predictive accuracy
0.6788
Prior entropy
0.836
Recall
0.6788
Per class
Relative absolute error
0.8861
Root mean prior squared error
0.4412
Root mean squared error
0.4753
Root relative squared error
1.0773
SciMark benchmark
1315.0767
UserCPU time millis
40
UserCPU time millis training
40