DEVELOPMENT... OpenML
Run
186205

Run 186205

Task 3517 (Supervised Classification) 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
0.7791
Per class
F measure
0.3699
Per class
Kappa
0.2811
KB relative information score
1460.269
Mean absolute error
0.1873
Mean prior absolute error
0.2082
Number of instances
7019
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4014
Per class
Predictive accuracy
0.436
Prior entropy
2.7591
Recall
0.436
Per class
Relative absolute error
0.9
Root mean prior squared error
0.3226
Root mean squared error
0.3005
Root relative squared error
0.9316
SciMark benchmark
1307.3269
UserCPU time millis
13860
UserCPU time millis testing
1470
UserCPU time millis training
12390