DEVELOPMENT... OpenML
Run
44985

Run 44985

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)_I40
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
0.9843
Per class
Build CPU time
14.1015
Build memory
536708383.0363
F measure
0.9773
Per class
Kappa
0.9039
KB relative information score
2648.4245
Mean absolute error
0.0439
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
0.1823
Root mean prior squared error
0.347
Root mean squared error
0.1379
Root relative squared error
0.3975
SciMark benchmark
1236.9974