DEVELOPMENT... OpenML
Run
44984

Run 44984

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)_I80
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
0.9859
Per class
Build CPU time
26.2859
Build memory
519227742.4776
F measure
0.9792
Per class
Kappa
0.9118
KB relative information score
2666.4507
Mean absolute error
0.0434
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
0.9794
Per class
Predictive accuracy
0.9796
Prior entropy
0.5848
Recall
0.9796
Per class
Relative absolute error
0.1801
Root mean prior squared error
0.347
Root mean squared error
0.1349
Root relative squared error
0.3889
SciMark benchmark
1236.9974