Run
16090

Run 16090

Task 2079 (Supervised Classification) eucalyptus Uploaded 04-06-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I10
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.7921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5357
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
338.7135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1958
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
0.539
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.534
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.534
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.937
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.0092[561.7522155508621011.2595505536781481.28276544297296906.44530435465071749.3060121829703]