DEVELOPMENT... OpenML
Run
186767

Run 186767

Task 6566 (Supervised Classification) Internet-Advertisements 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
0.9859
Per class
F measure
0.9795
Per class
Kappa
0.9132
KB relative information score
2668.1289
Mean absolute error
0.0434
Mean prior absolute error
0.2409
Number of instances
3279
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9797
Per class
Predictive accuracy
0.9799
Prior entropy
0.5848
Recall
0.9799
Per class
Relative absolute error
0.1802
Root mean prior squared error
0.347
Root mean squared error
0.1346
Root relative squared error
0.3881
SciMark benchmark
1066.7184
UserCPU time millis
22460
UserCPU time millis testing
730
UserCPU time millis training
21730