DEVELOPMENT... OpenML
Run
135076

Run 135076

Task 3763 (Supervised Classification) chscase_census6 Uploaded 28-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I20
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.5082
Per class
Build CPU time
0.0038
Build memory
2867281337.6
F measure
0.5241
Per class
Kappa
0.0164
KB relative information score
2.7383
Mean absolute error
0.475
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
0.5233
Per class
Predictive accuracy
0.525
Prior entropy
0.978
Recall
0.525
Per class
Relative absolute error
0.9799
Root mean prior squared error
0.4923
Root mean squared error
0.6892
Root relative squared error
1.4
SciMark benchmark
946.9091