DEVELOPMENT... OpenML
Run
185513

Run 185513

Task 1775 (Supervised Classification) balance-scale 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
0.9456
Per class
F measure
0.8236
Per class
Kappa
0.6997
KB relative information score
1798.3731
Mean absolute error
0.1546
Mean prior absolute error
0.3798
Number of instances
3125
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8164
Per class
Predictive accuracy
0.831
Prior entropy
1.3212
Recall
0.831
Per class
Relative absolute error
0.4072
Root mean prior squared error
0.4356
Root mean squared error
0.2799
Root relative squared error
0.6425
SciMark benchmark
1301.9956
UserCPU time millis
150
UserCPU time millis testing
20
UserCPU time millis training
130