DEVELOPMENT... OpenML
Run
186440

Run 186440

Task 4231 (Supervised Classification) re0.wc 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
0.9706
Per class
F measure
0.7863
Per class
Kappa
0.7273
KB relative information score
8919.7835
Mean absolute error
0.0681
Mean prior absolute error
0.1176
Number of instances
15040
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8099
Per class
Predictive accuracy
0.8015
Prior entropy
2.6539
Recall
0.8015
Per class
Relative absolute error
0.5792
Root mean prior squared error
0.2422
Root mean squared error
0.1643
Root relative squared error
0.6784
SciMark benchmark
1319.6463
UserCPU time millis
18840
UserCPU time millis testing
540
UserCPU time millis training
18300