Run
8335

Run 8335

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)_C0.9
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
0.8957
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7863
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7226
Cross-validation details (10-fold Crossvalidation)
KB relative information score
210.1458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0735
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
0.7847
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
0.4023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6586
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.1713[571.13312392843851016.0585376856843482.7975877024999912.43998791392861763.4270385873465]