DEVELOPMENT... OpenML
Run
185692

Run 185692

Task 3032 (Supervised Classification) Australian 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
0.9336
Per class
F measure
0.8681
Per class
Kappa
0.7334
KB relative information score
4266.0388
Mean absolute error
0.2023
Mean prior absolute error
0.494
Number of instances
6900
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8685
Per class
Predictive accuracy
0.868
Prior entropy
0.9913
Recall
0.868
Per class
Relative absolute error
0.4096
Root mean prior squared error
0.497
Root mean squared error
0.31
Root relative squared error
0.6237
SciMark benchmark
1327.8711
UserCPU time millis
400
UserCPU time millis testing
70
UserCPU time millis training
330