DEVELOPMENT... OpenML
Run
186495

Run 186495

Task 4470 (Supervised Classification) sleuth_case2002 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
0.6501
Per class
F measure
0.6181
Per class
Kappa
0.2329
KB relative information score
227.3411
Mean absolute error
0.4255
Mean prior absolute error
0.4982
Number of instances
1470
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6179
Per class
Predictive accuracy
0.6184
Prior entropy
0.9974
Recall
0.6184
Per class
Relative absolute error
0.8542
Root mean prior squared error
0.4991
Root mean squared error
0.5071
Root relative squared error
1.0161
SciMark benchmark
1072.3689
UserCPU time millis
30
UserCPU time millis testing
10
UserCPU time millis training
20