DEVELOPMENT... OpenML
Run
185583

Run 185583

Task 1892 (Supervised Classification) mfeat-factors 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
0.9983
Per class
F measure
0.9671
Per class
Kappa
0.9634
KB relative information score
17880.7439
Mean absolute error
0.036
Mean prior absolute error
0.18
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9674
Per class
Predictive accuracy
0.9671
Prior entropy
3.3219
Recall
0.9671
Per class
Relative absolute error
0.1999
Root mean prior squared error
0.3
Root mean squared error
0.0972
Root relative squared error
0.3241
SciMark benchmark
1346.9602
UserCPU time millis
2040
UserCPU time millis testing
120
UserCPU time millis training
1920