DEVELOPMENT... OpenML
Run
186005

Run 186005

Task 3775 (Supervised Classification) fri_c2_1000_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
0.9793
Per class
F measure
0.9338
Per class
Kappa
0.8635
KB relative information score
780.1629
Mean absolute error
0.1153
Mean prior absolute error
0.4859
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.934
Per class
Predictive accuracy
0.934
Prior entropy
0.9796
Recall
0.934
Per class
Relative absolute error
0.2373
Root mean prior squared error
0.4929
Root mean squared error
0.229
Root relative squared error
0.4646
SciMark benchmark
1315.0767
UserCPU time millis
270
UserCPU time millis testing
20
UserCPU time millis training
250