DEVELOPMENT... OpenML
Run
186653

Run 186653

Task 4561 (Supervised Classification) kdd_ipums_la_97-small 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
0.9797
Per class
F measure
0.9599
Per class
Kappa
0.915
KB relative information score
54576.6942
Mean absolute error
0.1176
Mean prior absolute error
0.466
Number of instances
70190
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9631
Per class
Predictive accuracy
0.9596
Prior entropy
0.9504
Recall
0.9596
Per class
Relative absolute error
0.2525
Root mean prior squared error
0.4827
Root mean squared error
0.2071
Root relative squared error
0.4291
SciMark benchmark
1310.3951
UserCPU time millis
4740
UserCPU time millis testing
890
UserCPU time millis training
3850