Run
210330

Run 210330

Task 4230 (Supervised Classification) new3s.wc Uploaded 28-02-2015 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_DecisionStump(12)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_DecisionStump(12)_P100
weka.AdaBoostM1_DecisionStump(12)_S1
weka.AdaBoostM1_DecisionStump(12)_I160
weka.AdaBoostM1_DecisionStump(12)_Wweka.classifiers.trees.DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.643
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.0185
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0486
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
10607.7812
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0433
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.0441
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
95580
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.0105
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.0904
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
5.2666
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.0904
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9831
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1485
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1472
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9915
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1336.2509
UserCPU time millis
151030
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
150990
Cross-validation details (10 times 10-fold Crossvalidation)