Run
9100

Run 9100

Task 41 (Supervised Classification) soybean 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)_K2
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
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9125
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
629.7158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0124
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
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
0.9206
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9136
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9136
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1288
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0812
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3704
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.7071[558.33565926128391014.4538012229739483.44967579697345911.80521739130441755.4912331040343]
Total cost