DEVELOPMENT... OpenML
Run
186927

Run 186927

Task 4221 (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
0.9463
Per class
F measure
0.5656
Per class
Kappa
0.1655
KB relative information score
23056.6387
Mean absolute error
0.1182
Mean prior absolute error
0.1598
Number of instances
74850
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5524
Per class
Predictive accuracy
0.6678
Prior entropy
1.7643
Recall
0.6678
Per class
Relative absolute error
0.7398
Root mean prior squared error
0.2826
Root mean squared error
0.2316
Root relative squared error
0.8197
SciMark benchmark
1361.1055
UserCPU time millis
10570
UserCPU time millis testing
670
UserCPU time millis training
9900