DEVELOPMENT... OpenML
Run
186566

Run 186566

Task 4403 (Supervised Classification) bank32nh 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
0.8784
Per class
F measure
0.7992
Per class
Kappa
0.5174
KB relative information score
27318.0881
Mean absolute error
0.2917
Mean prior absolute error
0.4281
Number of instances
81920
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8034
Per class
Predictive accuracy
0.8085
Prior entropy
0.8937
Recall
0.8085
Per class
Relative absolute error
0.6812
Root mean prior squared error
0.4627
Root mean squared error
0.3639
Root relative squared error
0.7864
SciMark benchmark
1310.3951
UserCPU time millis
7360
UserCPU time millis testing
700
UserCPU time millis training
6660