Run
8423

Run 8423

Task 41 (Supervised Classification) soybean 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)_C0.4
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
0.9853
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.922
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
623.9328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0129
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
0.9255
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9239
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9239
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1344
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0825
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3765
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.5835[558.33565926128391014.9881711071126482.7975877024999910.85475360997441740.9414049179838]