DEVELOPMENT... OpenML
Run
44983

Run 44983

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)_I160
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
0.9877
Per class
Build CPU time
51.6736
Build memory
560214416.5636
F measure
0.9798
Per class
Kappa
0.9145
KB relative information score
2670.2566
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
0.9801
Per class
Predictive accuracy
0.9802
Prior entropy
0.5848
Recall
0.9802
Per class
Relative absolute error
0.1803
Root mean prior squared error
0.347
Root mean squared error
0.1345
Root relative squared error
0.3877
SciMark benchmark
1236.9974