DEVELOPMENT... OpenML
Run
186053

Run 186053

Task 3827 (Supervised Classification) pasture 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
0.9375
Per class
F measure
0.8861
Per class
Kappa
0.7391
KB relative information score
18.7694
Mean absolute error
0.2251
Mean prior absolute error
0.4474
Number of instances
36
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8897
Per class
Predictive accuracy
0.8889
Prior entropy
0.9268
Recall
0.8889
Per class
Relative absolute error
0.5032
Root mean prior squared error
0.4715
Root mean squared error
0.3152
Root relative squared error
0.6686
SciMark benchmark
1330.0694
UserCPU time millis
20
UserCPU time millis training
20