Run
20012

Run 20012

Task 9 (Supervised Classification) autos Uploaded 18-06-2014 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
0.852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5922
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4699
Cross-validation details (10-fold Crossvalidation)
KB relative information score
98.2411
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1333
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
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
0.6057
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6049
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.6049
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2772
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8357
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
882.7758[544.73475733571321001.2756661255861471.97440834681885907.38658326225751488.5073498967424]