Run
15496

Run 15496

Task 10 (Supervised Classification) lymph 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.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_PART(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_PART(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_PART(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_PART(1)_Wweka.classifiers.rules.PART
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.PART(1)_C0.25
weka.PART(1)_M2
weka.PART(1)_Q1

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
0.8509
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7725
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5774
Cross-validation details (10-fold Crossvalidation)
KB relative information score
80.1902
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1221
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
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
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.777
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.777
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3029
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8324
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.6143[553.72717053728951003.0999501163338484.9782432137119914.98778054938791766.2785639901995]