DEVELOPMENT... OpenML
Run
44986

Run 44986

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 30-10-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I20
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_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.

21 Evaluation measures

Area under ROC curve
0.9787
Per class
Build CPU time
6.8241
Build memory
462137640.2123
F measure
0.9774
Per class
Kappa
0.9045
KB relative information score
2634.3864
Mean absolute error
0.0442
Mean prior absolute error
0.2409
Number of instances
3279
Per class
OS information
[Oracle Corporation, 1.7.0_71, x86_64, Mac OS X, 10.10]
Precision
0.9775
Per class
Predictive accuracy
0.9777
Prior entropy
0.5848
Recall
0.9777
Per class
Relative absolute error
0.1834
Root mean prior squared error
0.347
Root mean squared error
0.1397
Root relative squared error
0.4026
SciMark benchmark
1236.9974