DEVELOPMENT... OpenML
Run
186505

Run 186505

Task 4471 (Supervised Classification) fri_c2_1000_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
0.9605
Per class
F measure
0.8925
Per class
Kappa
0.7815
KB relative information score
5605.2244
Mean absolute error
0.2388
Mean prior absolute error
0.4921
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8925
Per class
Predictive accuracy
0.8926
Prior entropy
0.9886
Recall
0.8926
Per class
Relative absolute error
0.4853
Root mean prior squared error
0.496
Root mean squared error
0.3
Root relative squared error
0.6047
SciMark benchmark
1250.8301
UserCPU time millis
450
UserCPU time millis testing
40
UserCPU time millis training
410