DEVELOPMENT... OpenML
Run
186299

Run 186299

Task 4275 (Supervised Classification) biomed 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
0.9582
Per class
F measure
0.9111
Per class
Kappa
0.8047
KB relative information score
1432.8453
Mean absolute error
0.1546
Mean prior absolute error
0.4605
Number of instances
2090
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9134
Per class
Predictive accuracy
0.9124
Prior entropy
0.9428
Recall
0.9124
Per class
Relative absolute error
0.3356
Root mean prior squared error
0.4797
Root mean squared error
0.2617
Root relative squared error
0.5455
SciMark benchmark
1072.3689
UserCPU time millis
40
UserCPU time millis training
40