DEVELOPMENT... OpenML
Run
185959

Run 185959

Task 3734 (Supervised Classification) fri_c1_500_5 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
0.9568
Per class
F measure
0.8916
Per class
Kappa
0.7819
KB relative information score
343.8629
Mean absolute error
0.1654
Mean prior absolute error
0.4977
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8935
Per class
Predictive accuracy
0.892
Prior entropy
0.9967
Recall
0.892
Per class
Relative absolute error
0.3324
Root mean prior squared error
0.4988
Root mean squared error
0.2869
Root relative squared error
0.5751
SciMark benchmark
1331.6907
UserCPU time millis
100
UserCPU time millis testing
10
UserCPU time millis training
90