DEVELOPMENT... OpenML
Run
186654

Run 186654

Task 4549 (Supervised Classification) kdd_internet_usage 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
0.9386
Per class
F measure
0.8744
Per class
Kappa
0.6698
KB relative information score
42958.6719
Mean absolute error
0.2389
Mean prior absolute error
0.3929
Number of instances
101080
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8784
Per class
Predictive accuracy
0.8799
Prior entropy
0.8395
Recall
0.8799
Per class
Relative absolute error
0.6081
Root mean prior squared error
0.4432
Root mean squared error
0.3113
Root relative squared error
0.7024
SciMark benchmark
1341.5768
UserCPU time millis
4400
UserCPU time millis testing
1030
UserCPU time millis training
3370