DEVELOPMENT... OpenML
Run
185577

Run 185577

Task 1911 (Supervised Classification) credit-g 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
0.7753
Per class
F measure
0.7354
Per class
Kappa
0.3447
KB relative information score
1802.7041
Mean absolute error
0.3415
Mean prior absolute error
0.4202
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7418
Per class
Predictive accuracy
0.7564
Prior entropy
0.8818
Recall
0.7564
Per class
Relative absolute error
0.8129
Root mean prior squared error
0.4583
Root mean squared error
0.4091
Root relative squared error
0.8928
SciMark benchmark
1318.5526
UserCPU time millis
230
UserCPU time millis testing
40
UserCPU time millis training
190