DEVELOPMENT... OpenML
Run
162964

Run 162964

Task 3884 (Supervised Classification) page-blocks Uploaded 16-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_DecisionStump(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(2)_C3
weka.MultiBoostAB_DecisionStump(2)_I20
weka.MultiBoostAB_DecisionStump(2)_P100
weka.MultiBoostAB_DecisionStump(2)_S1
weka.MultiBoostAB_DecisionStump(2)_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
0.9314
Per class
F measure
0.9291
Per class
Kappa
0.5734
KB relative information score
2935.2736
Mean absolute error
0.0646
Mean prior absolute error
0.1838
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.934
Per class
Predictive accuracy
0.9377
Prior entropy
0.4768
Recall
0.9377
Per class
Relative absolute error
0.3513
Root mean prior squared error
0.3031
Root mean squared error
0.2405
Root relative squared error
0.7935
SciMark benchmark
936.6206
UserCPU time millis
330
UserCPU time millis testing
10
UserCPU time millis training
320