Run
10187

Run 10187

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)_C0.05
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
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
619.9675
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0139
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
0.9148
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9151
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9151
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1443
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0845
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3858
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
919.5069[563.3852276211746886.7718054129504477.85573387886615914.03067367712611755.4912331040343]