DEVELOPMENT... OpenML
Run
185630

Run 185630

Task 2074 (Supervised Classification) satimage 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
0.9921
Per class
F measure
0.9134
Per class
Kappa
0.8954
KB relative information score
5546.0644
Mean absolute error
0.0537
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9132
Per class
Predictive accuracy
0.9156
Prior entropy
2.4836
Recall
0.9156
Per class
Relative absolute error
0.1989
Root mean prior squared error
0.3675
Root mean squared error
0.1476
Root relative squared error
0.4015
SciMark benchmark
825.5282
UserCPU time millis
6130
UserCPU time millis testing
1270
UserCPU time millis training
4860