Run
21420

Run 21420

Task 10 (Supervised Classification) lymph Uploaded 19-06-2014 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_DecisionTable_Best First(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionTable_BestFirst(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionTable_BestFirst(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionTable_BestFirst(1)_Wweka.classifiers.rules.DecisionTable
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.DecisionTable_BestFirst(2)_X1

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
0.8058
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.084
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2076
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
0.7581
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7432
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7432
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7753
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8524
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
934.2514[562.8398363608846967.5898086706587481.9307652369574909.59057174132591749.3060121829703]