Run
24480

Run 24480

Task 41 (Supervised Classification) soybean Uploaded 10-07-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I40
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
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
0.9901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9087
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9004
Cross-validation details (10-fold Crossvalidation)
KB relative information score
626.9684
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0127
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
0.9128
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9092
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9092
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1317
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0813
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
596.2797[345.8050661074903902.9780536321667242.92803649393124525.1281942935622964.5590180849174]