Run
437800

Run 437800

Task 7532 (Learning Curve) monks-problems-1 Uploaded 13-05-2015 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)_I20
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
0.7358 ± 0.0231
Per class
F measure
0.729 ± 0.0283
Per class
Kappa
0.4928 ± 0.046
KB relative information score
0.3396 ± 0.0307
Mean absolute error
0.3402 ± 0.0145
Mean prior absolute error
0.5
Number of instances
556
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8317 ± 0.01
Per class
Predictive accuracy
0.7464 ± 0.023
Prior entropy
1
Recall
0.7464 ± 0.023
Per class
Relative absolute error
0.6805 ± 0.029
Root mean prior squared error
0.5
Root mean squared error
0.4104 ± 0.0119
Root relative squared error
0.8208 ± 0.0238
SciMark benchmark
941.3619
UserCPU time millis
10
UserCPU time millis training
10