DEVELOPMENT... OpenML
Run
24589

Run 24589

Task 6 (Supervised Classification) letter Uploaded 12-07-2014 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)_I10
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
0.8898
Per class
F measure
0.4068
Per class
Kappa
0.4174
KB relative information score
3798.1324
Mean absolute error
0.0711
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5675
Per class
Predictive accuracy
0.44
Prior entropy
4.6998
Recall
0.44
Per class
Relative absolute error
0.9615
Root mean prior squared error
0.1923
Root mean squared error
0.1868
Root relative squared error
0.9713
SciMark benchmark
872.82[533.7333843521795939.0619828961878442.4152467028583831.67513998846941617.2144454214797]