DEVELOPMENT... OpenML
Run
185505

Run 185505

Task 285 (Supervised Classification) vote 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
0.9969
Per class
F measure
0.986
Per class
Kappa
0.9705
KB relative information score
126.3252
Mean absolute error
0.0628
Mean prior absolute error
0.4739
Number of instances
143
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.986
Per class
Predictive accuracy
0.986
Prior entropy
0.9627
Recall
0.986
Per class
Relative absolute error
0.1326
Root mean prior squared error
0.4865
Root mean squared error
0.1439
Root relative squared error
0.2958
SciMark benchmark
1298.285
UserCPU time millis
100
UserCPU time millis testing
10
UserCPU time millis training
90