Run
207740

Run 207740

Task 336 (Supervised Classification) electricity Uploaded 27-02-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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)_I80
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
0.8618
Per class
Cross-validation details (33% Holdout set)
F measure
0.7678
Per class
Cross-validation details (33% Holdout set)
Kappa
0.525
Cross-validation details (33% Holdout set)
KB relative information score
6013.3712
Cross-validation details (33% Holdout set)
Mean absolute error
0.3063
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4893
Cross-validation details (33% Holdout set)
Number of instances
14952
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7849
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7753
Cross-validation details (33% Holdout set)
Prior entropy
0.9835
Cross-validation details (33% Holdout set)
Recall
0.7753
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.626
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.495
Cross-validation details (33% Holdout set)
Root mean squared error
0.3893
Cross-validation details (33% Holdout set)
Root relative squared error
0.7865
Cross-validation details (33% Holdout set)
SciMark benchmark
1280.6952
UserCPU time millis
10540
Cross-validation details (33% Holdout set)
UserCPU time millis testing
110
Cross-validation details (33% Holdout set)
UserCPU time millis training
10430
Cross-validation details (33% Holdout set)