Run
23130

Run 23130

Task 5 (Supervised Classification) arrhythmia Uploaded 24-06-2014 by Joaquin Vanschoren
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Flow

weka.MultiBoostAB_LWL_DecisionStump(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.MultiBoostAB_LWL_DecisionStump(1)_C3
weka.MultiBoostAB_LWL_DecisionStump(1)_I40
weka.MultiBoostAB_LWL_DecisionStump(1)_P100
weka.MultiBoostAB_LWL_DecisionStump(1)_S1
weka.MultiBoostAB_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL

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
0.7172
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5298
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18.5135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1057
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0855
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
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
0.5479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.236
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2235
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0878
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
937.1029[559.76910839984421001.2756661255861475.52779433268046883.23452064610151765.7074124997566]