DEVELOPMENT... OpenML
Run
21488

Run 21488

Task 58 (Supervised Classification) waveform-5000 Uploaded 19-06-2014 by Felicia West
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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)_I160
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
0.8883
Per class
F measure
0.7131
Per class
Kappa
0.5669
KB relative information score
1949.2999
Mean absolute error
0.3121
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7304
Per class
Predictive accuracy
0.7116
Prior entropy
1.5849
Recall
0.7116
Per class
Relative absolute error
0.7023
Root mean prior squared error
0.4714
Root mean squared error
0.3675
Root relative squared error
0.7796
SciMark benchmark
881.7049[514.6770577470704945.9769582393438468.67820345111613879.97311830683271599.2191491474969]