DEVELOPMENT... OpenML
Run
21696

Run 21696

Task 58 (Supervised Classification) waveform-5000 Uploaded 19-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_LWL_DecisionStump(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.MultiBoostAB_LWL_DecisionStump(1)_C3
weka.MultiBoostAB_LWL_DecisionStump(1)_I10
weka.MultiBoostAB_LWL_DecisionStump(1)_P100
weka.MultiBoostAB_LWL_DecisionStump(1)_S1
weka.MultiBoostAB_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL

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
0.8831
Per class
F measure
0.7109
Per class
Kappa
0.5636
KB relative information score
2782.8085
Mean absolute error
0.2281
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
0.7155
Per class
Predictive accuracy
0.7092
Prior entropy
1.5849
Recall
0.7092
Per class
Relative absolute error
0.5133
Root mean prior squared error
0.4714
Root mean squared error
0.3539
Root relative squared error
0.7507
SciMark benchmark
923.9334[557.08738953167771008.6129694937686484.1035797902428850.8406772418971719.0222425211143]

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