Run
20532

Run 20532

Task 38 (Supervised Classification) ecoli Uploaded 18-06-2014 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)_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
0.9461
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5111
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4485
Cross-validation details (10-fold Crossvalidation)
KB relative information score
159.3764
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.115
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
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
0.4228
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6458
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.6458
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6291
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2333
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7735
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.3906[561.93322246417441003.6224224327092481.0671011934597905.19339878208931765.136766288487]