DEVELOPMENT... OpenML
Run
185933

Run 185933

Task 3703 (Supervised Classification) fri_c4_500_25 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
0.9421
Per class
F measure
0.8576
Per class
Kappa
0.7092
KB relative information score
241.6584
Mean absolute error
0.2757
Mean prior absolute error
0.4908
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8578
Per class
Predictive accuracy
0.858
Prior entropy
0.9867
Recall
0.858
Per class
Relative absolute error
0.5617
Root mean prior squared error
0.4954
Root mean squared error
0.3309
Root relative squared error
0.668
SciMark benchmark
1307.4861
UserCPU time millis
180
UserCPU time millis testing
10
UserCPU time millis training
170