Run
434785

Run 434785

Task 82 (Learning Curve) cmc 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
0.549 ± 0.0146
Per class
KB relative information score
0.0625 ± 0.013
Mean absolute error
0.4091 ± 0.0064
Mean prior absolute error
0.4308 ± 0.0004
Number of instances
14730
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Predictive accuracy
0.427 ± 0.0032
Prior entropy
1.539 ± 0.0028
Recall
0.427 ± 0.0032
Per class
Relative absolute error
0.9495 ± 0.0147
Root mean prior squared error
0.4641 ± 0.0004
Root mean squared error
0.4523 ± 0.0036
Root relative squared error
0.9745 ± 0.0076
SciMark benchmark
938.0833
UserCPU time millis
10
UserCPU time millis training
10