DEVELOPMENT... OpenML
Run
185595

Run 185595

Task 1934 (Supervised Classification) hepatitis 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
0.858
Per class
F measure
0.8239
Per class
Kappa
0.4285
KB relative information score
393.684
Mean absolute error
0.2267
Mean prior absolute error
0.3299
Number of instances
1550
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8242
Per class
Predictive accuracy
0.8387
Prior entropy
0.7418
Recall
0.8387
Per class
Relative absolute error
0.6873
Root mean prior squared error
0.4048
Root mean squared error
0.3372
Root relative squared error
0.833
SciMark benchmark
1315.0767
UserCPU time millis
50
UserCPU time millis testing
10
UserCPU time millis training
40