Run
12532

Run 12532

Task 14 (Supervised Classification) mfeat-fourier Uploaded 22-05-2014 by Joaquin Vanschoren
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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
0.9654
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7567
Cross-validation details (10-fold Crossvalidation)
KB relative information score
127.1557
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1768
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
0.7808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.781
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.781
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9823
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9823
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.7736[559.94883937717861015.5230404536866484.10363182779514909.2750179897271760.017229859821]