DEVELOPMENT... OpenML
Run
121580

Run 121580

Task 3763 (Supervised Classification) chscase_census6 Uploaded 11-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(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_LMT(2)_I80
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.4915
Per class
Build CPU time
11.7129
Build memory
145238709.6
F measure
0.5107
Per class
Kappa
-0.0173
KB relative information score
-7.2994
Mean absolute error
0.4884
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
0.5066
Per class
Predictive accuracy
0.5225
Prior entropy
0.978
Recall
0.5225
Per class
Relative absolute error
1.0075
Root mean prior squared error
0.4923
Root mean squared error
0.6401
Root relative squared error
1.3002
SciMark benchmark
935.1241