Run
8241

Run 8241

Task 38 (Supervised Classification) ecoli Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.OneR(1)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(1)_B20

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
0.7677
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5896
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4989
Cross-validation details (10-fold Crossvalidation)
KB relative information score
152.2871
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0893
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
0.5686
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.6429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2988
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9907
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.3621[552.14963096928061015.5230404536866483.0147548568529910.53832226537881760.5845701777503]