Run
22942

Run 22942

Task 2075 (Supervised Classification) abalone Uploaded 23-06-2014 by Joaquin Vanschoren
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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)_I20
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
0.7065
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1361
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1029
Cross-validation details (10-fold Crossvalidation)
KB relative information score
658.4568
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0591
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.1272
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.227
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.227
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.956
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1715
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9761
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.5323[568.34168678655021015.2555353338006483.88543266528814901.45804913259251743.72061647895]