Run
12071

Run 12071

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)_C0.5
weka.J48(1)_M2

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
0.9153
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7102
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6911
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1496.6881
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0627
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
0.7178
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3486
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2005
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6684
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.2503[567.78666173126961015.7906865781697483.88543266528814910.22226140528711768.5664600912808]