DEVELOPMENT... OpenML
Run
185496

Run 185496

Task 272 (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
0.6423
Per class
F measure
0.668
Per class
Kappa
0.153
KB relative information score
-0.4127
Mean absolute error
0.3582
Mean prior absolute error
0.3925
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6661
Per class
Predictive accuracy
0.67
Prior entropy
0.836
Recall
0.67
Per class
Relative absolute error
0.9127
Root mean prior squared error
0.444
Root mean squared error
0.4839
Root relative squared error
1.09
SciMark benchmark
1304.6687
UserCPU time millis
40
UserCPU time millis training
40