Run
12851

Run 12851

Task 38 (Supervised Classification) ecoli 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)_C0.01
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
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7702
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.695
Cross-validation details (10-fold Crossvalidation)
KB relative information score
205.8637
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0757
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
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
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7827
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.7827
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.414
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2033
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6741
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
914.5916[559.9488393771786858.7143689987028484.1035797902428912.43998791392861757.751385454742]