Run
434799

Run 434799

Task 89 (Learning Curve) page-blocks Uploaded 12-05-2015 by Joaquin Vanschoren
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Flow

weka.MultiBoostAB_DecisionStump(3)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(3)_C3
weka.MultiBoostAB_DecisionStump(3)_P100
weka.MultiBoostAB_DecisionStump(3)_S1
weka.MultiBoostAB_DecisionStump(3)_I80
weka.MultiBoostAB_DecisionStump(3)_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.

20 Evaluation measures

Area under ROC curve
0.895 ± 0.021
Per class
Kappa
0.5795 ± 0.0314
KB relative information score
0.3348 ± 0.0299
Mean absolute error
0.0607 ± 0.0017
Mean prior absolute error
0.0762 ± 0.0003
Number of instances
54730
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Predictive accuracy
0.9313 ± 0.0057
Prior entropy
0.6355 ± 0.0053
Recall
0.9313 ± 0.0057
Per class
Relative absolute error
0.7964 ± 0.0224
Root mean prior squared error
0.1948 ± 0.0007
Root mean squared error
0.1531 ± 0.005
Root relative squared error
0.786 ± 0.0254
SciMark benchmark
929.4364
UserCPU time millis
70
UserCPU time millis testing
10
UserCPU time millis training
60