Run
6330

Run 6330

Task 18 (Supervised Classification) mfeat-morphological Uploaded 15-05-2014 by Joaquin Vanschoren
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Flow

weka.Logistic(1)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8

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
0.9629
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7389
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1529.6219
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0648
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.7407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.74
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.74
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3601
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1811
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6037
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.7764[564.114047767191015.2555353338006484.5405689113658917.54984135276211767.4218398162996]