DEVELOPMENT... OpenML
Run
186258

Run 186258

Task 3516 (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
0.9509
Per class
F measure
0.5635
Per class
Kappa
0.159
KB relative information score
2376.1144
Mean absolute error
0.1177
Mean prior absolute error
0.1598
Number of instances
7485
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.556
Per class
Predictive accuracy
0.6671
Prior entropy
1.7643
Recall
0.6671
Per class
Relative absolute error
0.7367
Root mean prior squared error
0.2826
Root mean squared error
0.2299
Root relative squared error
0.8135
SciMark benchmark
1341.5768
UserCPU time millis
16930
UserCPU time millis testing
1430
UserCPU time millis training
15500