Run
21370

Run 21370

Task 2075 (Supervised Classification) abalone Uploaded 19-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_SMO_PolyKernel(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_SMO_PolyKernel(1)_I160
weka.Bagging_SMO_PolyKernel(1)_P100
weka.Bagging_SMO_PolyKernel(1)_S1
weka.Bagging_SMO_PolyKernel(1)_Wweka.classifiers.functions.SMO
weka.Bagging_SMO_PolyKernel(1)_num-slots1
weka.SMO_PolyKernel(5)_C1.0
weka.SMO_PolyKernel(5)_L0.001
weka.SMO_PolyKernel(5)_N0
weka.SMO_PolyKernel(5)_P1.0E-12
weka.SMO_PolyKernel(5)_V-1
weka.SMO_PolyKernel(5)_W1

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
0.7241
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1334
Cross-validation details (10-fold Crossvalidation)
KB relative information score
236.1695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0646
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
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
0.1714
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0456
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0141
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.5579[563.74938041721711012.3219999497024479.3490265306122905.8189190131481751.5501218345944]