DEVELOPMENT... OpenML
Run
186140

Run 186140

Task 3881 (Supervised Classification) ipums_la_99-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
0.8679
Per class
F measure
0.9097
Per class
Kappa
0.0636
KB relative information score
-3682.5367
Mean absolute error
0.0999
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9198
Per class
Predictive accuracy
0.9369
Prior entropy
0.3444
Recall
0.9369
Per class
Relative absolute error
0.8301
Root mean prior squared error
0.2452
Root mean squared error
0.2251
Root relative squared error
0.9183
SciMark benchmark
1318.1432
UserCPU time millis
2640
UserCPU time millis testing
410
UserCPU time millis training
2230