Run
12452

Run 12452

Task 18 (Supervised Classification) mfeat-morphological Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.1
weka.J48(1)_M20

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
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1454.3285
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0719
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
0.7196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.717
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.717
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1953
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6509
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.4711[569.45499857552561015.7907504114269483.449727694041913.07564286738091760.5845701777503]