DEVELOPMENT... OpenML
Run
132078

Run 132078

Task 3763 (Supervised Classification) chscase_census6 Uploaded 26-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_RandomForest(2)_I80
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_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.

21 Evaluation measures

Area under ROC curve
0.4627
Per class
Build CPU time
0.1639
Build memory
618947992.8
F measure
0.4896
Per class
Kappa
-0.0531
KB relative information score
-12.0627
Mean absolute error
0.4932
Mean prior absolute error
0.4848
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4857
Per class
Predictive accuracy
0.52
Prior entropy
0.978
Recall
0.52
Per class
Relative absolute error
1.0173
Root mean prior squared error
0.4923
Root mean squared error
0.5154
Root relative squared error
1.047
SciMark benchmark
940.5537