DEVELOPMENT... OpenML
Run
186583

Run 186583

Task 4554 (Supervised Classification) analcatdata_marketing 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
0.5
Per class
F measure
0.5543
Per class
Kappa
-0.0151
KB relative information score
-146.13
Mean absolute error
0.4375
Mean prior absolute error
0.4326
Number of instances
3640
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5105
Per class
Predictive accuracy
0.6742
Prior entropy
0.901
Recall
0.6742
Per class
Relative absolute error
1.0114
Root mean prior squared error
0.4649
Root mean squared error
0.4723
Root relative squared error
1.0159
SciMark benchmark
1327.8711
UserCPU time millis
90
UserCPU time millis testing
20
UserCPU time millis training
70