DEVELOPMENT... OpenML
Run
23352

Run 23352

Task 47 (Supervised Classification) tae Uploaded 24-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_LWL_DecisionStump(1)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_LWL_DecisionStump(1)_I40
weka.AdaBoostM1_LWL_DecisionStump(1)_P100
weka.AdaBoostM1_LWL_DecisionStump(1)_S1
weka.AdaBoostM1_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.7159
Per class
F measure
0.5104
Per class
Kappa
0.2651
KB relative information score
37.773
Mean absolute error
0.3675
Mean prior absolute error
0.4443
Number of instances
151
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5212
Per class
Predictive accuracy
0.5099
Prior entropy
1.5845
Recall
0.5099
Per class
Relative absolute error
0.8271
Root mean prior squared error
0.4713
Root mean squared error
0.44
Root relative squared error
0.9335
SciMark benchmark
936.0313[559.5895783704208999.1988342122346472.38971539770705889.52832583882961759.4502550697425]