Run
11580

Run 11580

Task 35 (Supervised Classification) dermatology Uploaded 22-05-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.MultiClassClassifier_Logistic(1)Weka implementation of MultiClassClassifier
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8
weka.MultiClassClassifier_Logistic(1)_M0
weka.MultiClassClassifier_Logistic(1)_R2.0
weka.MultiClassClassifier_Logistic(1)_S1
weka.MultiClassClassifier_Logistic(1)_Wweka.classifiers.functions.Logistic

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
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.924
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.5141
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.258
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
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
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9235
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.9235
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9681
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3464
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9493
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.5281[564.6619124438491013.6533323510344483.6674820550281899.60191115807121756.0557934247322]