DEVELOPMENT... OpenML
Run
186648

Run 186648

Task 4608 (Supervised Classification) pc3 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
0.852
Per class
F measure
0.8766
Per class
Kappa
0.2206
KB relative information score
-1657.0309
Mean absolute error
0.1472
Mean prior absolute error
0.1842
Number of instances
15630
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8765
Per class
Predictive accuracy
0.9015
Prior entropy
0.478
Recall
0.9015
Per class
Relative absolute error
0.7991
Root mean prior squared error
0.3031
Root mean squared error
0.2707
Root relative squared error
0.8931
SciMark benchmark
1316.0472
UserCPU time millis
610
UserCPU time millis testing
50
UserCPU time millis training
560