Run
7435

Run 7435

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)_C0.25
weka.J48(1)_M10

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
0.9276
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7262
Cross-validation details (10-fold Crossvalidation)
KB relative information score
217.2614
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0658
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
0.7839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8036
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8036
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1945
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6447
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
936.9045[549.0213238163934987.6755676524558478.28140966761225908.95975824819551760.5845701777503]