Run
203785

Run 203785

Task 2356 (Supervised Classification) meta_stream_intervals.arff Uploaded 27-02-2015 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)_I10
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
0.6309
Per class
Cross-validation details (33% Holdout set)
F measure
0.3492
Per class
Cross-validation details (33% Holdout set)
KB relative information score
2201.2472
Cross-validation details (33% Holdout set)
Mean absolute error
0.1015
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.1069
Cross-validation details (33% Holdout set)
Number of instances
14904
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2644
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.5142
Cross-validation details (33% Holdout set)
Prior entropy
2.3329
Cross-validation details (33% Holdout set)
Recall
0.5142
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9493
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2308
Cross-validation details (33% Holdout set)
Root mean squared error
0.2247
Cross-validation details (33% Holdout set)
Root relative squared error
0.9733
Cross-validation details (33% Holdout set)
SciMark benchmark
876.0664
UserCPU time millis
7000
Cross-validation details (33% Holdout set)
UserCPU time millis testing
60
Cross-validation details (33% Holdout set)
UserCPU time millis training
6940
Cross-validation details (33% Holdout set)