DEVELOPMENT... OpenML
Run
145553

Run 145553

Task 3771 (Supervised Classification) chscase_census3 Uploaded 31-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(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_BFTree(2)_I10
weka.AdaBoostM1_BFTree(2)_P100
weka.AdaBoostM1_BFTree(2)_S1
weka.AdaBoostM1_BFTree(2)_Wweka.classifiers.trees.BFTree
weka.BFTree(2)_Ctrue
weka.BFTree(2)_M2
weka.BFTree(2)_N5
weka.BFTree(2)_PPOSTPRUNED
weka.BFTree(2)_S1

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
0.4452
Per class
F measure
0.4676
Per class
Kappa
-0.0661
KB relative information score
-30.8442
Mean absolute error
0.5374
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
0.4678
Per class
Predictive accuracy
0.4675
Prior entropy
0.9989
Recall
0.4675
Per class
Relative absolute error
1.0764
Root mean prior squared error
0.4996
Root mean squared error
0.6684
Root relative squared error
1.3379
SciMark benchmark
942.6953
UserCPU time millis
320
UserCPU time millis training
320