DEVELOPMENT... OpenML
Run
16734

Run 16734

Task 41 (Supervised Classification) soybean Uploaded 05-06-2014 by Felicia West
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Flow

weka.Bagging_LWL_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(1)_I160
weka.Bagging_LWL_DecisionStump(1)_P100
weka.Bagging_LWL_DecisionStump(1)_S1
weka.Bagging_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(1)_num-slots1
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
0.9782
Per class
F measure
0.5084
Per class
Kappa
0.5223
KB relative information score
320.2628
Mean absolute error
0.0741
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5476
Per class
Predictive accuracy
0.5725
Prior entropy
3.8572
Recall
0.5725
Per class
Relative absolute error
0.7707
Root mean prior squared error
0.2191
Root mean squared error
0.187
Root relative squared error
0.8535
SciMark benchmark
946.3174[565.76084051053911014.9881073746852482.3638387076229909.59057174132591758.8835103978397]