DEVELOPMENT... OpenML
Run
185947

Run 185947

Task 3720 (Supervised Classification) fri_c4_500_10 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
0.962
Per class
F measure
0.8959
Per class
Kappa
0.7894
KB relative information score
299.5702
Mean absolute error
0.2159
Mean prior absolute error
0.4946
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8959
Per class
Predictive accuracy
0.896
Prior entropy
0.9922
Recall
0.896
Per class
Relative absolute error
0.4365
Root mean prior squared error
0.4973
Root mean squared error
0.293
Root relative squared error
0.5892
SciMark benchmark
1331.6907
UserCPU time millis
140
UserCPU time millis testing
20
UserCPU time millis training
120