DEVELOPMENT... OpenML
Run
186465

Run 186465

Task 4439 (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
0.9598
Per class
F measure
0.8916
Per class
Kappa
0.7819
KB relative information score
3450.8245
Mean absolute error
0.1648
Mean prior absolute error
0.4977
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8922
Per class
Predictive accuracy
0.8918
Prior entropy
0.9967
Recall
0.8918
Per class
Relative absolute error
0.3311
Root mean prior squared error
0.4988
Root mean squared error
0.2801
Root relative squared error
0.5616
SciMark benchmark
1307.4861
UserCPU time millis
110
UserCPU time millis testing
10
UserCPU time millis training
100