DEVELOPMENT... OpenML
Run
186641

Run 186641

Task 4570 (Supervised Classification) ipums_la_98-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
0.8381
Per class
F measure
0.8519
Per class
Kappa
0.0563
KB relative information score
-15560.8968
Mean absolute error
0.1568
Mean prior absolute error
0.1891
Number of instances
74850
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8637
Per class
Predictive accuracy
0.8954
Prior entropy
0.4871
Recall
0.8954
Per class
Relative absolute error
0.829
Root mean prior squared error
0.3074
Root mean squared error
0.2834
Root relative squared error
0.922
SciMark benchmark
1309.3173
UserCPU time millis
2920
UserCPU time millis testing
530
UserCPU time millis training
2390