Run
24011

Run 24011

Task 38 (Supervised Classification) ecoli Uploaded 30-06-2014 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_LMT(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(1)_I80
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
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8394
Cross-validation details (10-fold Crossvalidation)
KB relative information score
252.2337
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0519
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
0.8743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8839
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8839
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2841
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5364
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
896.8707[538.1797425369735962.0344422444904458.081009772975862.03225760058231664.0259675263535]