DEVELOPMENT... OpenML
Run
185829

Run 185829

Task 3591 (Supervised Classification) bank8FM 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
0.9883
Per class
F measure
0.9409
Per class
Kappa
0.877
KB relative information score
6760.7791
Mean absolute error
0.0894
Mean prior absolute error
0.4815
Number of instances
8192
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9408
Per class
Predictive accuracy
0.9409
Prior entropy
0.9731
Recall
0.9409
Per class
Relative absolute error
0.1858
Root mean prior squared error
0.4906
Root mean squared error
0.2039
Root relative squared error
0.4156
SciMark benchmark
1361.1055
UserCPU time millis
3770
UserCPU time millis testing
330
UserCPU time millis training
3440