DEVELOPMENT... OpenML
Run
186003

Run 186003

Task 3773 (Supervised Classification) fri_c1_1000_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
0.9749
Per class
F measure
0.9147
Per class
Kappa
0.8262
KB relative information score
686.5737
Mean absolute error
0.1692
Mean prior absolute error
0.4918
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9153
Per class
Predictive accuracy
0.915
Prior entropy
0.9882
Recall
0.915
Per class
Relative absolute error
0.344
Root mean prior squared error
0.4959
Root mean squared error
0.2578
Root relative squared error
0.5198
SciMark benchmark
825.5282
UserCPU time millis
380
UserCPU time millis testing
30
UserCPU time millis training
350