Run
11925

Run 11925

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)_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
0.9063
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8104
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7489
Cross-validation details (10-fold Crossvalidation)
KB relative information score
228.2668
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0586
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
0.8087
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8214
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8214
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3208
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1929
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6396
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
920.2054[567.2327196592638870.7434089996646483.8854846559526911.17132945493631767.9939646936223]