Run
22674

Run 22674

Task 2079 (Supervised Classification) eucalyptus Uploaded 22-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LMT(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(1)_I160
weka.Bagging_LMT(1)_P100
weka.Bagging_LMT(1)_S1
weka.Bagging_LMT(1)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(1)_num-slots1
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

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
0.9117
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6796
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5899
Cross-validation details (10-fold Crossvalidation)
KB relative information score
441.9002
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1566
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
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
0.6805
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.6807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2945
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7443
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.4089[569.08339557480821012.5880246437401481.93081680843505907.38665814554741756.0556588021248]