DEVELOPMENT... OpenML
Run
109479

Run 109479

Task 3771 (Supervised Classification) chscase_census3 Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_IBk(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_IBk(2)_I40
weka.AdaBoostM1_IBk(2)_P100
weka.AdaBoostM1_IBk(2)_S1
weka.AdaBoostM1_IBk(2)_Wweka.classifiers.lazy.IBk
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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
0.486
Per class
Build CPU time
0.0145
Build memory
413321844.8
F measure
0.487
Per class
Kappa
-0.0281
KB relative information score
-10.9032
Mean absolute error
0.5124
Mean prior absolute error
0.4992
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
0.4868
Per class
Predictive accuracy
0.4875
Prior entropy
0.9989
Recall
0.4875
Per class
Relative absolute error
1.0265
Root mean prior squared error
0.4996
Root mean squared error
0.7139
Root relative squared error
1.429
SciMark benchmark
939.7233