DEVELOPMENT... OpenML
Run
185793

Run 185793

Task 2076 (Supervised Classification) kropt 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
0.9613
Per class
F measure
0.6953
Per class
Kappa
0.661
KB relative information score
16834.1016
Mean absolute error
0.0645
Mean prior absolute error
0.0995
Number of instances
28056
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6998
Per class
Predictive accuracy
0.6975
Prior entropy
3.5053
Recall
0.6975
Per class
Relative absolute error
0.6479
Root mean prior squared error
0.2231
Root mean squared error
0.1648
Root relative squared error
0.7389
SciMark benchmark
1066.7184
UserCPU time millis
11750
UserCPU time millis testing
4010
UserCPU time millis training
7740