Run
7674

Run 7674

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

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K10
weka.IBk(1)_W0

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
0.9566
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8224
Cross-validation details (10-fold Crossvalidation)
KB relative information score
251.3302
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0546
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
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.872
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.872
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2987
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5464
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.3246[561.0294815668511013.9200573100866483.44967579697345909.90626928802961758.3172656914378]