DEVELOPMENT... OpenML
Run
186139

Run 186139

Task 3856 (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
0.9802
Per class
F measure
0.9614
Per class
Kappa
0.9182
KB relative information score
5453.1524
Mean absolute error
0.1182
Mean prior absolute error
0.466
Number of instances
7019
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9645
Per class
Predictive accuracy
0.9611
Prior entropy
0.9504
Recall
0.9611
Per class
Relative absolute error
0.2537
Root mean prior squared error
0.4827
Root mean squared error
0.2067
Root relative squared error
0.4283
SciMark benchmark
1336.2509
UserCPU time millis
3940
UserCPU time millis testing
780
UserCPU time millis training
3160